Video Prediction on KTH

Metric: PSNR (higher is better)

LeaderboardDataset

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Results

#	Model↕	PSNR▼	Extra Data	Paper	Date↕	Code
1	WAM	29.85	No	Exploring Spatial-Temporal Multi-Frequency Analy...	2020-02-23	Code
2	E3d-LSTM	29.31	No	-	-	Code
3	VarNet	28.48	No	-	-	Code
4	PredRNN++	28.47	No	PredRNN++: Towards A Resolution of the Deep-in-T...	2018-04-17	Code
5	PredRNN-V2	28.37	No	PredRNN: A Recurrent Neural Network for Spatiote...	2021-03-17	Code
6	MSPred	27.81	No	MSPred: Video Prediction at Multiple Spatio-Temp...	2022-03-17	Code
7	SAVP-VAE	27.77	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
8	Conv-TT-LSTM	27.62	No	Convolutional Tensor-Train LSTM for Spatio-tempo...	2020-02-21	Code
9	Znet	27.58	No	-	-	-
10	LMC	27.5	No	Video Prediction Recalling Long-term Motion Cont...	2021-04-02	Code
11	DFN	27.26	No	Dynamic Filter Networks	2016-05-31	Code
12	Grid-keypoints	27.11	No	Accurate Grid Keypoint Learning for Efficient Vi...	2021-07-28	Code
13	MSNET	27.08	No	Mutual Suppression Network for Video Prediction ...	2018-04-13	-
14	TrajGRU	26.97	No	Deep Learning for Precipitation Nowcasting: A Be...	2017-06-12	Code
15	MCnet + Residual	26.29	No	Decomposing Motion and Content for Natural Video...	2017-06-25	Code
16	fRNN	26.12	No	Folded Recurrent Neural Networks for Future Vide...	2017-12-01	Code
17	SAVP-VAE (from Grid-keypoints)	26	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
18	MCnet	25.95	No	Decomposing Motion and Content for Natural Video...	2017-06-25	Code
19	SV2P time-invariant (from Grid-keypoints)	25.87	No	Stochastic Variational Video Prediction	2017-10-30	Code
20	SV2P time-invariant (from Grid-keypoints)	25.7	No	Stochastic Variational Video Prediction	2017-10-30	Code
21	Struct-VRNN (from Grid-keypoints)	24.29	No	Unsupervised Learning of Object Structure and Dy...	2019-06-19	Code
22	SVG-LP (from Grid-keypoints)	23.91	No	Stochastic Video Generation with a Learned Prior	2018-02-21	Code
23	SAVP (from Grid-keypoints)	23.79	No	Stochastic Adversarial Video Prediction	2018-04-04	Code
24	VPN	23.76	No	Video Pixel Networks	2016-10-03	Code
25	ConvLSTM	23.58	No	Convolutional LSTM Network: A Machine Learning A...	2015-06-13	Code